It is of great practical interest to simultaneously identify the important predictors that correspond to both the fixed and random effects components in a linear mixed-effects (LME) model. Typical ...

An iterative procedure is presented for the estimation of constants and variance components in non-orthogonal data conforming to the mixed model. The procedure derives from Henderson's maximum ...